phrase-reranker-multi-trec / trainer_state.json
mjtwins's picture
model upload
b623dcf
{
"best_metric": 0.8577586206896551,
"best_model_checkpoint": "/hdd1/mujeen/retrieval_prf/output/labeler_multi.train.v4.1_nq.dev.v4.1_rlmulti_title_trec/checkpoint-420",
"epoch": 0.9994979079497908,
"global_step": 1493,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05,
"learning_rate": 1.9075686537173478e-05,
"loss": 0.3211,
"step": 70
},
{
"epoch": 0.05,
"eval_accuracy": 0.8103448275862069,
"eval_loss": 0.4440845847129822,
"eval_runtime": 1.5296,
"eval_samples_per_second": 151.678,
"eval_steps_per_second": 18.96,
"step": 70
},
{
"epoch": 0.09,
"learning_rate": 1.8137977227059614e-05,
"loss": 0.3188,
"step": 140
},
{
"epoch": 0.09,
"eval_accuracy": 0.8232758620689655,
"eval_loss": 0.4316616654396057,
"eval_runtime": 1.6492,
"eval_samples_per_second": 140.671,
"eval_steps_per_second": 17.584,
"step": 140
},
{
"epoch": 0.14,
"learning_rate": 1.7200267916945747e-05,
"loss": 0.2842,
"step": 210
},
{
"epoch": 0.14,
"eval_accuracy": 0.7758620689655172,
"eval_loss": 0.5898870825767517,
"eval_runtime": 1.5155,
"eval_samples_per_second": 153.087,
"eval_steps_per_second": 19.136,
"step": 210
},
{
"epoch": 0.19,
"learning_rate": 1.6262558606831884e-05,
"loss": 0.2794,
"step": 280
},
{
"epoch": 0.19,
"eval_accuracy": 0.8448275862068966,
"eval_loss": 0.5094500184059143,
"eval_runtime": 1.6915,
"eval_samples_per_second": 137.154,
"eval_steps_per_second": 17.144,
"step": 280
},
{
"epoch": 0.23,
"learning_rate": 1.533824514400536e-05,
"loss": 0.2598,
"step": 350
},
{
"epoch": 0.23,
"eval_accuracy": 0.8405172413793104,
"eval_loss": 0.48097702860832214,
"eval_runtime": 1.4778,
"eval_samples_per_second": 156.993,
"eval_steps_per_second": 19.624,
"step": 350
},
{
"epoch": 0.28,
"learning_rate": 1.4400535833891497e-05,
"loss": 0.2461,
"step": 420
},
{
"epoch": 0.28,
"eval_accuracy": 0.8577586206896551,
"eval_loss": 0.47814619541168213,
"eval_runtime": 1.4344,
"eval_samples_per_second": 161.736,
"eval_steps_per_second": 20.217,
"step": 420
},
{
"epoch": 0.33,
"learning_rate": 1.3476222371064971e-05,
"loss": 0.2338,
"step": 490
},
{
"epoch": 0.33,
"eval_accuracy": 0.8577586206896551,
"eval_loss": 0.4246264100074768,
"eval_runtime": 1.7409,
"eval_samples_per_second": 133.263,
"eval_steps_per_second": 16.658,
"step": 490
},
{
"epoch": 0.37,
"learning_rate": 1.2538513060951106e-05,
"loss": 0.2323,
"step": 560
},
{
"epoch": 0.37,
"eval_accuracy": 0.8405172413793104,
"eval_loss": 0.4822118878364563,
"eval_runtime": 1.5407,
"eval_samples_per_second": 150.581,
"eval_steps_per_second": 18.823,
"step": 560
},
{
"epoch": 0.42,
"learning_rate": 1.1600803750837242e-05,
"loss": 0.1967,
"step": 630
},
{
"epoch": 0.42,
"eval_accuracy": 0.8060344827586207,
"eval_loss": 0.5343669652938843,
"eval_runtime": 1.5896,
"eval_samples_per_second": 145.95,
"eval_steps_per_second": 18.244,
"step": 630
},
{
"epoch": 0.47,
"learning_rate": 1.0663094440723377e-05,
"loss": 0.1964,
"step": 700
},
{
"epoch": 0.47,
"eval_accuracy": 0.8362068965517241,
"eval_loss": 0.4444664716720581,
"eval_runtime": 1.6432,
"eval_samples_per_second": 141.185,
"eval_steps_per_second": 17.648,
"step": 700
},
{
"epoch": 0.52,
"learning_rate": 9.725385130609512e-06,
"loss": 0.1877,
"step": 770
},
{
"epoch": 0.52,
"eval_accuracy": 0.8146551724137931,
"eval_loss": 0.5718417167663574,
"eval_runtime": 1.4594,
"eval_samples_per_second": 158.967,
"eval_steps_per_second": 19.871,
"step": 770
},
{
"epoch": 0.56,
"learning_rate": 8.787675820495646e-06,
"loss": 0.1644,
"step": 840
},
{
"epoch": 0.56,
"eval_accuracy": 0.8362068965517241,
"eval_loss": 0.5547271370887756,
"eval_runtime": 1.5651,
"eval_samples_per_second": 148.231,
"eval_steps_per_second": 18.529,
"step": 840
},
{
"epoch": 0.61,
"learning_rate": 7.849966510381782e-06,
"loss": 0.1696,
"step": 910
},
{
"epoch": 0.61,
"eval_accuracy": 0.8318965517241379,
"eval_loss": 0.6141758561134338,
"eval_runtime": 1.5041,
"eval_samples_per_second": 154.243,
"eval_steps_per_second": 19.28,
"step": 910
},
{
"epoch": 0.66,
"learning_rate": 6.912257200267918e-06,
"loss": 0.1686,
"step": 980
},
{
"epoch": 0.66,
"eval_accuracy": 0.8362068965517241,
"eval_loss": 0.5542225241661072,
"eval_runtime": 1.514,
"eval_samples_per_second": 153.237,
"eval_steps_per_second": 19.155,
"step": 980
},
{
"epoch": 0.7,
"learning_rate": 5.974547890154053e-06,
"loss": 0.1494,
"step": 1050
},
{
"epoch": 0.7,
"eval_accuracy": 0.8060344827586207,
"eval_loss": 0.67829829454422,
"eval_runtime": 1.5337,
"eval_samples_per_second": 151.268,
"eval_steps_per_second": 18.909,
"step": 1050
},
{
"epoch": 0.75,
"learning_rate": 5.036838580040188e-06,
"loss": 0.1405,
"step": 1120
},
{
"epoch": 0.75,
"eval_accuracy": 0.8017241379310345,
"eval_loss": 0.7149924635887146,
"eval_runtime": 1.4909,
"eval_samples_per_second": 155.615,
"eval_steps_per_second": 19.452,
"step": 1120
},
{
"epoch": 0.8,
"learning_rate": 4.099129269926323e-06,
"loss": 0.1389,
"step": 1190
},
{
"epoch": 0.8,
"eval_accuracy": 0.8060344827586207,
"eval_loss": 0.6625778079032898,
"eval_runtime": 1.5744,
"eval_samples_per_second": 147.356,
"eval_steps_per_second": 18.419,
"step": 1190
},
{
"epoch": 0.84,
"learning_rate": 3.1614199598124583e-06,
"loss": 0.1456,
"step": 1260
},
{
"epoch": 0.84,
"eval_accuracy": 0.8060344827586207,
"eval_loss": 0.619906485080719,
"eval_runtime": 1.5518,
"eval_samples_per_second": 149.504,
"eval_steps_per_second": 18.688,
"step": 1260
},
{
"epoch": 0.89,
"learning_rate": 2.2237106496985938e-06,
"loss": 0.1236,
"step": 1330
},
{
"epoch": 0.89,
"eval_accuracy": 0.8103448275862069,
"eval_loss": 0.6299593448638916,
"eval_runtime": 1.479,
"eval_samples_per_second": 156.858,
"eval_steps_per_second": 19.607,
"step": 1330
},
{
"epoch": 0.94,
"learning_rate": 1.2860013395847288e-06,
"loss": 0.1105,
"step": 1400
},
{
"epoch": 0.94,
"eval_accuracy": 0.8103448275862069,
"eval_loss": 0.6908773183822632,
"eval_runtime": 1.4889,
"eval_samples_per_second": 155.816,
"eval_steps_per_second": 19.477,
"step": 1400
},
{
"epoch": 0.98,
"learning_rate": 3.482920294708641e-07,
"loss": 0.1128,
"step": 1470
},
{
"epoch": 0.98,
"eval_accuracy": 0.8146551724137931,
"eval_loss": 0.6748644113540649,
"eval_runtime": 1.5998,
"eval_samples_per_second": 145.02,
"eval_steps_per_second": 18.127,
"step": 1470
},
{
"epoch": 1.0,
"step": 1493,
"total_flos": 1.4158017763099392e+16,
"train_loss": 0.19774836465486806,
"train_runtime": 1383.9705,
"train_samples_per_second": 34.538,
"train_steps_per_second": 1.079
}
],
"max_steps": 1493,
"num_train_epochs": 1,
"total_flos": 1.4158017763099392e+16,
"trial_name": null,
"trial_params": null
}